Rainfall and streamflow sensor network design: a review of applications, classification, and a proposed framework

JC Chacon-Hurtado, L Alfonso… - Hydrology and Earth …, 2017 - hess.copernicus.org
Sensors and sensor networks play an important role in decision-making related to water
quality, operational streamflow forecasting, flood early warning systems, and other areas. In …

Entropy applications to water monitoring network design: a review

J Keum, KC Kornelsen, JM Leach, P Coulibaly - Entropy, 2017 - mdpi.com
Having reliable water monitoring networks is an essential component of water resources
and environmental management. A standardized process for the design of water monitoring …

Water quality monitoring network design for urban drainage systems, an entropy method

J Yazdi - Urban Water Journal, 2018 - Taylor & Francis
Urban water monitoring is an important task for quantitative and qualitative management of
surface runoff. A methodology based on entropy theory is developed in this paper to design …

Optimization of rainfall networks using information entropy and temporal variability analysis

W Wang, D Wang, VP Singh, Y Wang, J Wu, L Wang… - Journal of …, 2018 - Elsevier
Rainfall networks are the most direct sources of precipitation data and their optimization and
evaluation are essential and important. Information entropy can not only represent the …

Developing an entropy and copula-based approach for precipitation monitoring network expansion

H Li, D Wang, VP Singh, Y Wang, J Wu, J Wu - Journal of Hydrology, 2021 - Elsevier
Extreme precipitation events have been increasing in recent decades and have been
causing impacts to human life and property, which requires expansion of existing networks …

Optimization of rain gauge network using multi-criteria decision analysis and entropy approaches: case of Tekeze River basin, northwestern Ethiopia

M Tekleyohannes, B Grum, N Abebe… - Theoretical and Applied …, 2021 - Springer
Rainfall is an important hydro-meteorological variable that has various applications in water
resource planning and development. Adequate rain gauge network gives immediate and …

Multiobjective optimization of sensor placement for precipitation station monitoring network design

K Wang, J Yang, Y Peng, Q Wu, C Hu - Journal of Hydrologic …, 2020 - ascelibrary.org
An optimal sensor placement of a precipitation station network should fulfill different
regulations and requirements, such as coverage maximization, easy access, and uniform …

Finite-sensor fault-diagnosis simulation study of gas turbine engine using information entropy and deep belief networks

D Feng, M Xiao, Y Liu, H Song, Z Yang, Z Hu - Frontiers of Information …, 2016 - Springer
Precise fault diagnosis is an important part of prognostics and health management. It can
avoid accidents, extend the service life of the machine, and also reduce maintenance costs …

Spatial entropy, geo-information and spatial surprise

F Papadimitriou - Spatial entropy and landscape analysis, 2022 - Springer
Landscape entropy can be calculated using Shannon's formula. Focusing on multicolored
square maps, it is shown how and why the spatial information of their square cells relates to …

Optimizing the configuration of precipitation stations in a space-ground integrated sensor network based on spatial-temporal coverage maximization

K Wang, Q Guan, N Chen, D Tong, C Hu, Y Peng… - Journal of …, 2017 - Elsevier
The two major rainfall observation techniques, ground-based measurements and remote
sensing, have distinct coverage characteristics. Large-scale spatial coverage and long-term …